Basic Statistics

Raw Counts

Name Value
Rows 200
Columns 142
Discrete columns 38
Continuous columns 104
All missing columns 0
Missing observations 3,595
Complete Rows 0
Total observations 28,400
Memory allocation 256.8 Kb

Percentages

Data Structure

root (Classes 'data.table' and 'data.frame': 200 obs. of 142 variables:)codigo_paciente (chr)estado_final (Factor w/ 2 levels "Cura definitiva",)edad (num)edad_categorica (Factor w/ 5 levels "Entre 17 y 44",)sexo (Factor w/ 2 levels "Femenino","Masculino")etnia (Factor w/ 3 levels "Mestizo","Afrocolombiano",)antecedente_leish (Factor w/ 2 levels "No","Si")tiempo_sintom_semanas (num)peso (num)talla (num)imc (num)imc_categorico (Factor w/ 5 levels "Entre 18 y 25 (Normal)",)numero_lesiones (num)lesiones_categorica (Factor w/ 3 levels "Una lesion","Dos lesiones",)tipo_lesion_evalbas (Factor w/ 5 levels "Ulcera","Nodulo",)adenopatia_evalbas (Factor w/ 2 levels "No","Si")infeccion_concom_evalbas (Factor w/ 2 levels "No","Si")comorbilidades (Factor w/ 2 levels "No","Si")numero_comorbilidades (num)comorb_cardio (Factor w/ 2 levels "No","Si")comorb_respira (Factor w/ 2 levels "No","Si")comorb_gastroint (Factor w/ 2 levels "No","Si")comorb_endocrin (Factor w/ 2 levels "No","Si")comorb_neuro (Factor w/ 2 levels "No","Si")comorb_otra (Factor w/ 2 levels "No","Si")hemo_pre_realizado (num)hemo_pos_realizado (num)parasito_aislado (Factor w/ 2 levels "No","Si")especie (Factor w/ 4 levels "L. panamensis",)tratamiento (Factor w/ 3 levels "Glucantime","Miltefosine",)dosis_glu_pres (num)dosis_glu_anormal (Factor w/ 3 levels "Rango normal",)dosis_mil_pres (num)dosis_mil_anormal (Factor w/ 3 levels "Rango normal",)rango_dosis_medicamento (Factor w/ 3 levels "Rango normal",)acude_fin_tto (Factor w/ 2 levels "No","Si")dias_fin_tto (num)adherencia_tto (num)variacion_lesion_post (Factor w/ 12 levels "Ulcera - Ulcera",)adenopatia_fin_tto (Factor w/ 2 levels "No","Si")infeccion_concom_fintto (Factor w/ 2 levels "No","Si")estado_fin_tto (Factor w/ 3 levels "Falla terapeutica",)acude_sem8 (Factor w/ 2 levels "No","Si")dias_sem8 (num)estado_sem8 (Factor w/ 4 levels "Falla terapeutica",)acude_sem13 (Factor w/ 2 levels "No","Si")dias_sem13 (num)estado_sem13 (Factor w/ 5 levels "Cura definitiva",)acude_sem26 (Factor w/ 2 levels "No","Si")dias_sem26 (num)estado_sem26 (Factor w/ 4 levels "Cura definitiva",)acude_va (Factor w/ 2 levels "No","Si")dias_va (num)estado_va (Factor w/ 4 levels "Cura definitiva",)Leucocitos_pre (num)Neutrofilos_pre (num)Linfocitos_pre (num)Monocitos_pre (num)Eosinofilos_pre (num)Basofilos_pre (num)Granulocitos_pre (num)Granulocitos_pre_exp (num)Globulos_rojos_pre (num)Hemoglobina_pre (num)Hematocrito_pre (num)Plaquetas_pre (num)Leucocitos_post (num)Neutrofilos_post (num)Linfocitos_post (num)Monocitos_post (num)Eosinofilos_post (num)Basofilos_post (num)Granulocitos_post (num)Granulocitos_post_exp (num)Globulos_rojos_post (num)Hemoglobina_post (num)Hematocrito_post (num)porcentaje_neutro_pre (num)porcentaje_linfo_pre (num)porcentaje_mono_pre (num)porcentaje_eosino_pre (num)porcentaje_baso_pre (num)porcentaje_granulo_pre (num)porcentaje_neutro_post (num)porcentaje_linfo_post (num)porcentaje_mono_post (num)porcentaje_eosino_post (num)porcentaje_baso_post (num)porcentaje_granulo_post (num)i_neu_linfo_pre (num)i_eos_linfo_pre (num)i_mono_linfo_pre (num)i_baso_linfo_pre (num)i_granu_linfo_pre (num)i_neu_granu_pre (num)i_eos_granu_pre (num)i_baso_granu_pre (num)i_eos_mono_pre (num)i_eos_neu_pre (num)i_eos_baso_pre (num)i_monoeosneu_lin_pre (num)i_neu_linfo_post (num)i_eos_linfo_post (num)i_mono_linfo_post (num)i_baso_linfo_post (num)i_granu_linfo_post (num)i_neu_granu_post (num)i_eos_granu_post (num)i_baso_granu_post (num)i_eos_mono_post (num)i_eos_neu_post (num)i_eos_baso_post (num)i_monoeosneu_lin_post (num)variacion_leucocitos (num)variacion_neutrofilos (num)variacion_linfocitos (num)variacion_monocitos (num)variacion_eosinofilos (num)variacion_basofilos (num)variacion_granulocitos (num)variacion_globulos_rojos (num)variacion_hemoglobina (num)variacion_hematocrito (num)variacion_porcentaje_neutro (num)variacion_porcentaje_linfo (num)variacion_porcentaje_mono (num)variacion_porcentaje_eosino (num)variacion_porcentaje_baso (num)variacion_porcentaje_granulo (num)variacion_i_neu_linfo (num)variacion_i_eos_linfo (num)variacion_i_mono_linfo (num)variacion_i_baso_linfo (num)variacion_i_granu_linfo (num)variacion_i_neu_granu (num)variacion_i_eos_granu (num)variacion_i_baso_granu (num)variacion_i_eos_mono (num)variacion_i_eos_neu (num)variacion_i_eos_baso (num)variacion_i_monoeosneu_lin (num)cambio_lesion (Factor w/ 3 levels "Ulcera - Placa",)

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 1 columns ignored with more than 50 categories.
## codigo_paciente: 200 categories

QQ Plot

## Warning: Removed 238 rows containing non-finite values (stat_qq).
## Warning: Removed 238 rows containing non-finite values (stat_qq_line).

## Warning: Removed 484 rows containing non-finite values (stat_qq).
## Warning: Removed 484 rows containing non-finite values (stat_qq_line).

## Warning: Removed 48 rows containing non-finite values (stat_qq).
## Warning: Removed 48 rows containing non-finite values (stat_qq_line).

## Warning: Removed 230 rows containing non-finite values (stat_qq).
## Warning: Removed 230 rows containing non-finite values (stat_qq_line).

## Warning: Removed 150 rows containing non-finite values (stat_qq).
## Warning: Removed 150 rows containing non-finite values (stat_qq_line).

## Warning: Removed 234 rows containing non-finite values (stat_qq).
## Warning: Removed 234 rows containing non-finite values (stat_qq_line).

## Warning: Removed 59 rows containing non-finite values (stat_qq).
## Warning: Removed 59 rows containing non-finite values (stat_qq_line).

## Warning: Removed 273 rows containing non-finite values (stat_qq).
## Warning: Removed 273 rows containing non-finite values (stat_qq_line).

## Warning: Removed 317 rows containing non-finite values (stat_qq).
## Warning: Removed 317 rows containing non-finite values (stat_qq_line).

## Warning: Removed 324 rows containing non-finite values (stat_qq).
## Warning: Removed 324 rows containing non-finite values (stat_qq_line).

## Warning: Removed 341 rows containing non-finite values (stat_qq).
## Warning: Removed 341 rows containing non-finite values (stat_qq_line).

## Warning: Removed 195 rows containing non-finite values (stat_qq).
## Warning: Removed 195 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.